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Share the readers that refuse wrong tool arguments
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@@ -0,0 +1,191 @@
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using System.Diagnostics.CodeAnalysis;
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using System.Text.Json;
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namespace AIStudio.Tools.ToolCallingSystem;
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/// <summary>
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/// Reads the arguments a model passes to a tool, and refuses wrong ones.
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/// </summary>
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/// <remarks>
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/// A wrong argument is refused rather than guessed at: a placeholder such as 0 is not a page, and
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/// quietly reading it as "no page" would do something the model did not ask for. The model reads
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/// the refusal and tries again, so every refusal says what arrived, what would have been right,
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/// and, for an optional argument, that leaving it out is always an option. A model which believes
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/// the argument has to be there otherwise keeps trying placeholders, and every attempt costs one of
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/// the tool calls an answer may make.<br/><br/>
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/// A null counts the same as leaving an argument out: with a strict schema, a model has to pass
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/// every argument and passes null for one it does not want to set.
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/// </remarks>
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internal static class ToolArgumentReader
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{
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/// <summary>
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/// How much of a wrongly passed argument a refusal repeats back to the model.
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/// </summary>
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/// <remarks>
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/// Enough for a GUID in quotes. The model sent the value itself, so repeating all of it back
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/// only costs tokens.
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/// </remarks>
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private const int MAX_ARGUMENT_ECHO_LENGTH = 40;
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/// <summary>
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/// Reads a string argument the model always has to pass.
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/// </summary>
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/// <param name="arguments">The arguments the model passed.</param>
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/// <param name="propertyName">The argument.</param>
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/// <returns>The value, trimmed and never empty.</returns>
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/// <exception cref="ArgumentException">The argument is missing, no string, or empty.</exception>
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public static string ReadRequiredString(JsonElement arguments, string propertyName)
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{
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if (!TryGetArgument(arguments, propertyName, out var value))
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throw new ArgumentException($"Missing required argument '{propertyName}'.");
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var text = ReadString(propertyName, value, whenLeftOut: null);
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if (string.IsNullOrWhiteSpace(text))
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throw InvalidArgument(propertyName, value, "a non-empty string", whenLeftOut: null);
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return text;
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}
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/// <summary>
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/// Reads an optional string argument.
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/// </summary>
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/// <param name="arguments">The arguments the model passed.</param>
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/// <param name="propertyName">The argument.</param>
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/// <param name="whenLeftOut">What happens without the argument, completing "Leave it out ...".</param>
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/// <returns>The value, trimmed, or null when the model left the argument out.</returns>
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/// <exception cref="ArgumentException">The argument is no string.</exception>
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public static string? ReadOptionalString(JsonElement arguments, string propertyName, string whenLeftOut)
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{
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if (!TryGetArgument(arguments, propertyName, out var value))
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return null;
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return ReadString(propertyName, value, whenLeftOut);
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}
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/// <summary>
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/// Reads an optional argument which has to be a positive integer.
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/// </summary>
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/// <param name="arguments">The arguments the model passed.</param>
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/// <param name="propertyName">The argument.</param>
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/// <param name="whenLeftOut">What happens without the argument, completing "Leave it out ...".</param>
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/// <returns>The value, or null when the model left the argument out.</returns>
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/// <exception cref="ArgumentException">The argument is no positive integer.</exception>
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public static int? ReadOptionalPositiveInt(JsonElement arguments, string propertyName, string whenLeftOut)
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{
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if (!TryGetArgument(arguments, propertyName, out var value))
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return null;
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if (value.ValueKind is not JsonValueKind.Number || !value.TryGetInt32(out var intValue) || intValue <= 0)
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throw InvalidArgument(propertyName, value, "a positive integer", whenLeftOut);
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return intValue;
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}
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/// <summary>
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/// Reads an optional argument which has to be one of the values the tool offers.
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/// </summary>
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/// <remarks>
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/// The values are compared exactly, because the schema offers them exactly so.
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/// </remarks>
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/// <param name="arguments">The arguments the model passed.</param>
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/// <param name="propertyName">The argument.</param>
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/// <param name="allowedValues">The values the tool offers.</param>
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/// <param name="whenLeftOut">What happens without the argument, completing "Leave it out ...".</param>
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/// <returns>The value, or null when the model left the argument out.</returns>
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/// <exception cref="ArgumentException">The argument is none of the offered values.</exception>
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public static string? ReadOptionalChoice(JsonElement arguments, string propertyName, IReadOnlyCollection<string> allowedValues, string whenLeftOut)
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{
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if (!TryGetArgument(arguments, propertyName, out var value))
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return null;
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if (!TryReadChoice(value, allowedValues, out var choice))
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throw InvalidArgument(propertyName, value, $"one of {string.Join(", ", allowedValues)}", whenLeftOut);
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return choice;
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}
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/// <summary>
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/// Reads an optional argument which has to be a list of values the tool offers.
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/// </summary>
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/// <remarks>
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/// The values are compared exactly, because the schema offers them exactly so. An empty list is
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/// refused rather than read as leaving the argument out: it asks for none of the values, and
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/// what leaving it out does instead is for the refusal to say. A value the model names twice
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/// counts once.
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/// </remarks>
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/// <param name="arguments">The arguments the model passed.</param>
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/// <param name="propertyName">The argument.</param>
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/// <param name="allowedValues">The values the tool offers.</param>
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/// <param name="whenLeftOut">What happens without the argument, completing "Leave it out ...".</param>
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/// <returns>The values in the order the model named them, or null when it left the argument out.</returns>
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/// <exception cref="ArgumentException">The argument is no list, an empty one, or holds a value the tool does not offer.</exception>
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public static IReadOnlyList<string>? ReadOptionalChoices(JsonElement arguments, string propertyName, IReadOnlyCollection<string> allowedValues, string whenLeftOut)
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{
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if (!TryGetArgument(arguments, propertyName, out var value))
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return null;
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var offeredValues = string.Join(", ", allowedValues);
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if (value.ValueKind is not JsonValueKind.Array || value.GetArrayLength() == 0)
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throw InvalidArgument(propertyName, value, $"a list of one or more of {offeredValues}", whenLeftOut);
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var choices = new List<string>(value.GetArrayLength());
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foreach (var item in value.EnumerateArray())
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{
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if (!TryReadChoice(item, allowedValues, out var choice))
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throw InvalidListValue(propertyName, item, $"one of {offeredValues}", whenLeftOut);
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if (!choices.Contains(choice, StringComparer.Ordinal))
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choices.Add(choice);
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}
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return choices;
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}
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/// <summary>
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/// Looks up an argument, treating null the same as leaving it out.
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/// </summary>
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private static bool TryGetArgument(JsonElement arguments, string propertyName, out JsonElement value) =>
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arguments.TryGetProperty(propertyName, out value) && value.ValueKind is not JsonValueKind.Null;
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private static string ReadString(string propertyName, JsonElement value, string? whenLeftOut)
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{
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if (value.ValueKind is not JsonValueKind.String)
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throw InvalidArgument(propertyName, value, "a string", whenLeftOut);
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return value.GetString()?.Trim() ?? string.Empty;
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}
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private static bool TryReadChoice(JsonElement value, IReadOnlyCollection<string> allowedValues, [NotNullWhen(true)] out string? choice)
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{
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choice = value.ValueKind is JsonValueKind.String ? value.GetString()?.Trim() : null;
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return choice is not null && allowedValues.Contains(choice, StringComparer.Ordinal);
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}
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/// <summary>
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/// Builds the refusal of an argument the model passed wrongly.
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/// </summary>
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/// <param name="propertyName">The argument.</param>
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/// <param name="value">What the model passed, as it arrived.</param>
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/// <param name="expectation">What the argument must be, completing "must be ...".</param>
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/// <param name="whenLeftOut">What happens without the argument, completing "Leave it out ...", or null for a required one.</param>
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private static ArgumentException InvalidArgument(string propertyName, JsonElement value, string expectation, string? whenLeftOut) =>
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Refusal($"Argument '{propertyName}' must be {expectation}, but was {Echo(value)}.", whenLeftOut);
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/// <summary>
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/// Builds the refusal of a list the model passed with a wrong value in it.
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/// </summary>
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/// <remarks>
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/// Only the wrong value is repeated back, not the whole list: the model has to find out which
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/// of its values the tool means.
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/// </remarks>
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private static ArgumentException InvalidListValue(string propertyName, JsonElement item, string expectation, string whenLeftOut) =>
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Refusal($"Every value of argument '{propertyName}' must be {expectation}, but one was {Echo(item)}.", whenLeftOut);
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private static ArgumentException Refusal(string message, string? whenLeftOut) => new(whenLeftOut is null ? message : $"{message} Leave it out {whenLeftOut}.");
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private static string Echo(JsonElement value)
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{
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var receivedValue = value.GetRawText();
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return receivedValue.Length > MAX_ARGUMENT_ECHO_LENGTH ? $"{receivedValue[..MAX_ARGUMENT_ECHO_LENGTH]}..." : receivedValue;
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}
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}
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+1
-13
@@ -129,7 +129,7 @@ public sealed class ReadWebPageTool(WebPageRetrievalService webPageRetrievalServ
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public async Task<ToolExecutionResult> ExecuteAsync(JsonElement arguments, ToolExecutionContext context, CancellationToken token = default)
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{
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var urlText = ReadRequiredString(arguments, URL_ARGUMENT);
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var urlText = ToolArgumentReader.ReadRequiredString(arguments, URL_ARGUMENT);
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if (!Uri.TryCreate(urlText, UriKind.Absolute, out var url) || url is not { Scheme: "http" or "https" })
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throw new ArgumentException("Argument 'url' must be a valid HTTP or HTTPS URL.");
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@@ -337,18 +337,6 @@ public sealed class ReadWebPageTool(WebPageRetrievalService webPageRetrievalServ
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.Split(['\r', '\n', ',', ';'], StringSplitOptions.RemoveEmptyEntries | StringSplitOptions.TrimEntries)
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.Where(x => !string.IsNullOrWhiteSpace(x)) ?? [];
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private static string ReadRequiredString(JsonElement arguments, string propertyName)
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{
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if (!arguments.TryGetProperty(propertyName, out var value) || value.ValueKind is not JsonValueKind.String)
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throw new ArgumentException($"Missing required argument '{propertyName}'.");
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var text = value.GetString()?.Trim() ?? string.Empty;
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if (string.IsNullOrWhiteSpace(text))
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throw new ArgumentException($"Missing required argument '{propertyName}'.");
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return text;
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}
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private static string FormatUrlForLog(Uri url)
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{
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var builder = new UriBuilder(url)
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+5
-78
@@ -111,11 +111,6 @@ public sealed class WebSearchTool(IEnumerable<IWebSearchBackend> backends, WebPa
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/// </remarks>
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private static readonly string[] TIME_RANGES = [TIME_RANGE_DAY, TIME_RANGE_WEEK, TIME_RANGE_MONTH, TIME_RANGE_YEAR];
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/// <summary>
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/// How much of a wrongly passed argument an error message repeats back to the model.
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/// </summary>
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private const int MAX_ARGUMENT_ECHO_LENGTH = 40;
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public string ImplementationKey => ToolSelectionRules.WEB_SEARCH_TOOL_ID;
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/// <inheritdoc />
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@@ -826,95 +821,27 @@ public sealed class WebSearchTool(IEnumerable<IWebSearchBackend> backends, WebPa
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/// <summary>
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/// Reads the search query, the one argument the model always has to pass.
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/// </summary>
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internal static string ReadQuery(JsonElement arguments)
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{
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var query = ReadOptionalString(arguments, QUERY_ARGUMENT, whenLeftOut: null);
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if (string.IsNullOrWhiteSpace(query))
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throw new ArgumentException($"Missing required argument '{QUERY_ARGUMENT}'.");
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return query;
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}
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internal static string ReadQuery(JsonElement arguments) => ToolArgumentReader.ReadRequiredString(arguments, QUERY_ARGUMENT);
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/// <summary>
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/// Reads the language tag the model asked for, or null for the configured language.
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/// </summary>
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internal static string? ReadLanguage(JsonElement arguments) => ReadOptionalString(arguments, LANGUAGE_ARGUMENT, "to use the configured language");
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internal static string? ReadLanguage(JsonElement arguments) => ToolArgumentReader.ReadOptionalString(arguments, LANGUAGE_ARGUMENT, "to use the configured language");
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/// <summary>
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/// Reads the time range the model asked for, or null for no restriction.
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/// </summary>
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internal static string? ReadTimeRange(JsonElement arguments)
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{
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if (!TryGetArgument(arguments, TIME_RANGE_ARGUMENT, out var value))
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return null;
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var timeRange = value.ValueKind is JsonValueKind.String ? value.GetString()?.Trim() : null;
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if (timeRange is null || !TIME_RANGES.Contains(timeRange, StringComparer.Ordinal))
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throw InvalidArgument(TIME_RANGE_ARGUMENT, value, $"one of {string.Join(", ", TIME_RANGES)}", "to search without a time restriction");
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return timeRange;
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}
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internal static string? ReadTimeRange(JsonElement arguments) => ToolArgumentReader.ReadOptionalChoice(arguments, TIME_RANGE_ARGUMENT, TIME_RANGES, "to search without a time restriction");
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/// <summary>
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/// Reads the result page the model asked for, or null for the first one.
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/// </summary>
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internal static int? ReadPage(JsonElement arguments) => ReadOptionalPositiveInt(arguments, PAGE_ARGUMENT, "to get the first page");
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internal static int? ReadPage(JsonElement arguments) => ToolArgumentReader.ReadOptionalPositiveInt(arguments, PAGE_ARGUMENT, "to get the first page");
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/// <summary>
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/// Reads how many results the model asked for, or null for the configured number.
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/// </summary>
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internal static int? ReadLimit(JsonElement arguments) => ReadOptionalPositiveInt(arguments, LIMIT_ARGUMENT, "to get as many results as configured");
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/// <summary>
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/// Looks up an argument, treating null the same as leaving it out.
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/// </summary>
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private static bool TryGetArgument(JsonElement arguments, string propertyName, out JsonElement value) =>
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arguments.TryGetProperty(propertyName, out value) && value.ValueKind is not JsonValueKind.Null;
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private static string? ReadOptionalString(JsonElement arguments, string propertyName, string? whenLeftOut)
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{
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if (!TryGetArgument(arguments, propertyName, out var value))
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return null;
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if (value.ValueKind is not JsonValueKind.String)
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throw InvalidArgument(propertyName, value, "a string", whenLeftOut);
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return value.GetString()?.Trim();
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}
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private static int? ReadOptionalPositiveInt(JsonElement arguments, string propertyName, string whenLeftOut)
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{
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if (!TryGetArgument(arguments, propertyName, out var value))
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return null;
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if (value.ValueKind is not JsonValueKind.Number || !value.TryGetInt32(out var intValue) || intValue <= 0)
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throw InvalidArgument(propertyName, value, "a positive integer", whenLeftOut);
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return intValue;
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}
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/// <summary>
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/// Builds the error a model gets for an argument it passed wrongly.
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/// </summary>
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/// <remarks>
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/// The model reads this and tries again, so it says what arrived, what would have been right,
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/// and, for an optional argument, that leaving it out is always an option. A model which
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/// believes the argument has to be there otherwise keeps trying placeholders, and every attempt
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/// costs one of the tool calls an answer may make.
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/// </remarks>
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/// <param name="propertyName">The argument.</param>
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/// <param name="value">What the model passed, as it arrived.</param>
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/// <param name="expectation">What the argument must be, completing "must be ...".</param>
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/// <param name="whenLeftOut">What happens without the argument, completing "Leave it out ...", or null for a required one.</param>
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private static ArgumentException InvalidArgument(string propertyName, JsonElement value, string expectation, string? whenLeftOut)
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{
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var receivedValue = value.GetRawText();
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if (receivedValue.Length > MAX_ARGUMENT_ECHO_LENGTH)
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receivedValue = $"{receivedValue[..MAX_ARGUMENT_ECHO_LENGTH]}...";
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var message = $"Argument '{propertyName}' must be {expectation}, but was {receivedValue}.";
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return new ArgumentException(whenLeftOut is null ? message : $"{message} Leave it out {whenLeftOut}.");
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}
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internal static int? ReadLimit(JsonElement arguments) => ToolArgumentReader.ReadOptionalPositiveInt(arguments, LIMIT_ARGUMENT, "to get as many results as configured");
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private static string FormatQueryForLog(string query)
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{
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@@ -0,0 +1,97 @@
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using System.Text.Json;
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using AIStudio.Tools.ToolCallingSystem;
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namespace AIStudio.Tests.Tools.ToolCalling;
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/// <summary>
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/// Checks the readers every tool shares, where the web search tests do not already.
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/// </summary>
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/// <remarks>
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/// The web search tests cover strings, positive integers, and a single choice through the
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/// arguments of that tool. What is left are a required string which arrives empty and a list of
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/// choices, which the web search does not have: a data source a model names has to be one the
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/// tool offered, and the refusal has to say which ones those are.
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/// </remarks>
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[TestFixture]
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public sealed class ToolArgumentReaderTests
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{
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private static readonly string[] OFFERED = ["alpha", "beta", "gamma"];
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private const string WHEN_LEFT_OUT = "to search all of them";
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[TestCase("""{"query":""}""")]
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[TestCase("""{"query":" "}""")]
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public void AnEmptyRequiredStringIsRefusedAsEmpty(string json)
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{
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var message = Refusal(() => ToolArgumentReader.ReadRequiredString(Arguments(json), "query"));
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Assert.Multiple(() =>
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{
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Assert.That(message, Does.Contain("'query'").And.Contain("a non-empty string"), "The argument arrived, so calling it missing would make the model look for a typo in the name.");
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Assert.That(message, Does.Not.Contain("Leave it out"));
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});
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}
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[TestCase("""{}""")]
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[TestCase("""{"ids":null}""")]
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public void AListLeftOutIsNotSet(string json)
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{
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Assert.That(ToolArgumentReader.ReadOptionalChoices(Arguments(json), "ids", OFFERED, WHEN_LEFT_OUT), Is.Null);
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}
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[Test]
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public void OfferedValuesComeThroughOnceEachInTheirOrder()
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{
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var choices = ToolArgumentReader.ReadOptionalChoices(Arguments("""{"ids":["gamma"," alpha ","gamma"]}"""), "ids", OFFERED, WHEN_LEFT_OUT);
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Assert.That(choices, Is.EqualTo(new[] { "gamma", "alpha" }));
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}
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[TestCase("[]")]
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[TestCase("\"alpha\"")]
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[TestCase("5")]
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public void AnEmptyListOrNoListIsRefusedWithTheValuesThatWouldDo(string value)
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{
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var message = Refusal(() => ToolArgumentReader.ReadOptionalChoices(Arguments($$"""{"ids":{{value}}}"""), "ids", OFFERED, WHEN_LEFT_OUT));
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Assert.Multiple(() =>
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{
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Assert.That(message, Does.Contain("'ids'").And.Contain("a list of one or more of alpha, beta, gamma"));
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Assert.That(message, Does.Contain($"but was {value}."));
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Assert.That(message, Does.Contain($"Leave it out {WHEN_LEFT_OUT}."), "An empty list asks for nothing; what leaving it out does is the way the model wanted.");
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});
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}
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||||
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[TestCase("\"delta\"")]
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[TestCase("\"Alpha\"")]
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[TestCase("5")]
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[TestCase("null")]
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public void AValueNotOfferedIsRefusedOnItsOwn(string value)
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{
|
||||
var message = Refusal(() => ToolArgumentReader.ReadOptionalChoices(Arguments($$"""{"ids":["alpha",{{value}}]}"""), "ids", OFFERED, WHEN_LEFT_OUT));
|
||||
|
||||
Assert.Multiple(() =>
|
||||
{
|
||||
Assert.That(message, Does.Contain("'ids'").And.Contain("one of alpha, beta, gamma"));
|
||||
Assert.That(message, Does.Contain($"but one was {value}."), "The model has to find out which of its values the tool means.");
|
||||
Assert.That(message, Does.Not.Contain("\"alpha\""), "Only the wrong value comes back, not the whole list the model sent.");
|
||||
Assert.That(message, Does.Contain("Leave it out"));
|
||||
});
|
||||
}
|
||||
|
||||
[Test]
|
||||
public void AGuidIsRepeatedBackWhole()
|
||||
{
|
||||
var id = Guid.NewGuid().ToString();
|
||||
var message = Refusal(() => ToolArgumentReader.ReadOptionalChoices(Arguments($$"""{"ids":["{{id}}"]}"""), "ids", OFFERED, WHEN_LEFT_OUT));
|
||||
|
||||
Assert.That(message, Does.Contain($"but one was \"{id}\"."), "Data sources are named by their GUIDs; a shortened one would leave the model guessing.");
|
||||
}
|
||||
|
||||
private static JsonElement Arguments(string json) => JsonSerializer.Deserialize<JsonElement>(json);
|
||||
|
||||
/// <summary>
|
||||
/// Runs a reader which has to refuse its argument and returns what it said.
|
||||
/// </summary>
|
||||
private static string Refusal(TestDelegate read) => Assert.Throws<ArgumentException>(read)!.Message;
|
||||
}
|
||||
Reference in new issue
Block a user